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Google Cloud Autoscaler demo
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This application is a very simple web server, which responds to get requests by consuming some CPU cycles.
It is part of a demo of the Google Compute Engine Autoscaler.
Link to the Autoscaler tutorial video which refers to this application will follow.
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kgrygiel committed Aug 27, 2015
1 parent 53fe64c commit 731f187
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107 changes: 107 additions & 0 deletions compute/autoscaler/demo/frontend.py
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# Copyright 2015, Google, Inc.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""A simple web server which responds to HTTP GET requests by consuming CPU.
This binary runs in a GCE VM. It serves HTTP requests on port 80. Every request
with path '/service' consumes 1 core-second of CPU time, with the timeout of
5 (walltime) seconds. The purpose of this application is to demonstrate how
Google Compute Engine Autoscaler can scale a web frontend server based on CPU
utilization.
The original version of this file is available here:
https://github.com/GoogleCloudPlatform/python-docs-samples/blob/master/compute/
autoscaler/demo/tests/test_frontend.py
"""

import BaseHTTPServer
from multiprocessing import Process
import os
import SocketServer
import sys
import time

REQUEST_CPUTIME_SEC = 1.0
REQUEST_TIMEOUT_SEC = 5.0


class CpuBurner(object):
def get_walltime(self):
return time.time()

def get_user_cputime(self):
return os.times()[0]

def busy_wait(self):
for _ in xrange(100000):
pass

def burn_cpu(self):
"""Consume REQUEST_CPUTIME_SEC core seconds.
This method consumes REQUEST_CPUTIME_SEC core seconds. If unable to
complete within REQUEST_TIMEOUT_SEC walltime seconds, it times out and
terminates the process.
"""
start_walltime_sec = self.get_walltime()
start_cputime_sec = self.get_user_cputime()
while (self.get_user_cputime() <
start_cputime_sec + REQUEST_CPUTIME_SEC):
self.busy_wait()
if (self.get_walltime() >
start_walltime_sec + REQUEST_TIMEOUT_SEC):
sys.exit(1)

def handle_http_request(self):
"""Process a request to consume CPU and produce an HTTP response."""
start_time = self.get_walltime()
p = Process(target=self.burn_cpu) # Run in a separate process.
p.start()
# Force kill after timeout + 1 sec.
p.join(timeout=REQUEST_TIMEOUT_SEC + 1)
if p.is_alive():
p.terminate()
if p.exitcode != 0:
return (500, "Request failed\n")
else:
end_time = self.get_walltime()
response = "Request took %.2f walltime seconds\n" % (
end_time - start_time)
return (200, response)


class DemoRequestHandler(BaseHTTPServer.BaseHTTPRequestHandler):
"""Request handler for Demo http server."""

def do_GET(self):
"""Handle an HTTP GET request."""
mapping = {
"/": lambda: (200, "OK"), # Return HTTP 200 response.
"/service": CpuBurner().handle_http_request,
}
if self.path not in mapping:
self.send_response(404)
self.end_headers()
return
(code, response) = mapping[self.path]()
self.send_response(code)
self.end_headers()
self.wfile.write(response)
self.wfile.close()


class DemoHttpServer(SocketServer.ThreadingMixIn,
BaseHTTPServer.HTTPServer):
pass


if __name__ == "__main__":
httpd = DemoHttpServer(("", 80), DemoRequestHandler)
httpd.serve_forever()
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70 changes: 70 additions & 0 deletions compute/autoscaler/demo/tests/test_frontend.py
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# Copyright 2015, Google, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#

import unittest

from compute.autoscaler.demo import frontend


class FakeTime(object):
"""Fake implementations of GetUserCpuTime, GetUserCpuTime and BusyWait.
Each call to BusyWait advances both the cpu and the wall clocks by fixed
intervals (cpu_time_step and wall_time_step, respectively). This can be
used to simulate arbitrary fraction of CPU time available to the process.
"""
def __init__(self, cpu_time_step=1.0, wall_time_step=1.0):
self.cpu_time = 0.0
self.wall_time = 0.0
self.cpu_time_step = cpu_time_step
self.wall_time_step = wall_time_step

def get_walltime(self):
return self.wall_time

def get_user_cputime(self):
return self.cpu_time

def busy_wait(self):
self.wall_time += self.wall_time_step
self.cpu_time += self.cpu_time_step


class TestHandlers(unittest.TestCase):
def setUp(self):
self.fake_time = FakeTime()
self.cpu_burner = frontend.CpuBurner()
self.cpu_burner.get_user_cputime = self.fake_time.get_user_cputime
self.cpu_burner.get_walltime = self.fake_time.get_walltime
self.cpu_burner.busy_wait = self.fake_time.busy_wait

# In this test scenario CPU time advances at 25% of the wall time speed.
# Given the request requires 1 CPU core second, we expect it to finish
# within the timeout (5 seconds) and return success.
def test_ok_response(self):
self.fake_time.cpu_time_step = 0.25
(code, _) = self.cpu_burner.handle_http_request()
self.assertEqual(200, code)

# In this test scenario CPU time advances at 15% of the wall time speed.
# Given the request requires 1 CPU core second, we expect it to timeout
# after 5 simulated wall time seconds and return error 500.
def test_timeout(self):
self.fake_time.cpu_time_step = 0.15
(code, _) = self.cpu_burner.handle_http_request()
self.assertEqual(500, code)


if __name__ == '__main__':
unittest.main()

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